2 papers
cs.HC2020
CrossCheck: Rapid, Reproducible, and Interpretable Model Evaluation
Dustin Arendt, Zhuanyi Huang, Prasha Shrestha +3
Evaluation beyond aggregate performance metrics, e.g. F1-score, is crucial to both establish an appropriate level of trust in machine learning models and identify future model impr…
cs.HC2017
Understanding Cognitive Depletion in Novice NMR Analysts
Lyndsey Franklin, Kyungsik Han, Zhuanyi Huang +2
We present the results of a user study with novice NMR analysts (N=19) involving a gamified simulation of the NMR analysis process. Participants solved randomly generated spectrum…